Concept explainers
In the study of engineering control of physical systems, a standard set of differential equations is transformed by Laplace transforms into the following system of linear equations;
where A is n × n. B is n × m, C is m × n, and s is a variable. The vector u in ℝm is the “input” to the system, y in ℝm is the “output.” and x in ℝn is the “state” vector. (Actually, the
19. Assumed A– sIn is invertible and view (8) as a system of two matrix equations. Solve the top equation for x and substitute into the bottom equation. The result is an equation of the form W(s)u = y, where W(s) is a matrix that depends on s. W(s) is called the transfer function of the system because it transforms the input u into the output y. Find W(s) and describe how it is related to the partitioned system matrix on the left side of (8). See Exercise 15.
Want to see the full answer?
Check out a sample textbook solutionChapter 2 Solutions
Thomas' Calculus and Linear Algebra and Its Applications Package for the Georgia Institute of Technology, 1/e
- Let x=x(t) be a twice-differentiable function and consider the second order differential equation x+ax+bx=0(11) Show that the change of variables y = x' and z = x allows Equation (11) to be written as a system of two linear differential equations in y and z. Show that the characteristic equation of the system in part (a) is 2+a+b=0.arrow_forwardRewrite the following systems of differential equations as first order systems, written in the standard way (i.e. in the same form as in the previous two problems). To do that, you will need to introduce new unknowns and equations. You do not need to find the solution to the resulting first order systems. a) Rewrite the differential equation as a first order system: y'''-3y''+4y = 3cost b) Rewrite the system of differential equations as a first order system: x1''+ 2x2' + 5x1'= e4tx2''+ 6x1 − x2 = e3tarrow_forwardAssume that N(t) denotes the density of an insect species at time t and P(t) denotes the density of its predator at time t. The insect species is an agricultural pest, and its predator is used as a biological control agent. Their dynamics are given below by the system of differential equations. Complete parts (a) through (c). dN = 7N - 5PN dt dP = 4PN - P dt ..... (a) Explain why dN = 7N describes the dynamics of the insect in the absence of the predator. dt If there are no predators present, then P(t) = for all t. Substitute P = in the given differential dN equations to get dt So in the absence of the predators, the above equation describes the dynamics of the insect population. dN Solve the equation, dt N(t) = (Type an expression using t as the variable.) Describe what happens to the insect population in the absence of the predator. In the absence of the predator, the insect populationarrow_forward
- 1. Rewrite the following second order differential equation as a linear system. d²x dx dt2 +2- dt Write out the substitution you use. Write the system in matrix form. - 6x=0arrow_forwardDo d and e Please write outarrow_forwardConsider the SIR model for disease control and prevention measures: immunization and quarantine pS bN S I R ds IP dR Figure 1: Transfer diagram for an SIR Vaccination model. i. Derive the system of differential equations for the model with transfer diagram for S(0) So, I(0) = lo = 0 and R(0) = Ro = 0. ii. Explain the physical meaning of each of the parameters p, b, 2,y, d in each compartment iii. State the Ro value for this model and explain what it represents iv. Find the disease free equilibrium point v. Find the Jacobian analyse the stability of the disease free equilibrium point vi. Find an endemic equilibrium pointarrow_forward
- Consider y′′′ −y′′ +4y′ −4y = 0 a) Convert to a matrix differential equation X′ = AX where A is a 3 x 3 matrix. b) Show that one solution is et. Find the other solutions and put in vector form.arrow_forwardDetermine a system of first-order differential equations that describes the currents i2(t) and iz(t) in the electrical network shown in the figure below. R1 iz i E L2 R2 R3 di2 i2 + Rai3 = E + dt di3 + R112 + dt = Earrow_forwardA second order system with a single input and a single output is the state equation given below It is represented by. According to this; a) Explain whether the system is stable. b) Obtain the impulse response of the system.arrow_forward
- Consider the following nonlinear system of differential equations: x2 – y? + y? – 50 The vector field and equilibria (critical points) are pictured below. Compute the jacobian matrix of this system (at a general point):arrow_forwardConsider the system of non-linear differential equations: dx/dt = x cos y, dy/dt = y cos x. Which option gives the Jacobian matrix for this system? A. [-y sin x cos x] [cos y -x sin y] B. [-x sin y cos y] [cos x -y sin x] C. [cos x -y sin x] [-x sin y cos y] D. [x cos y x cos y] [y cos x y cos x] E. [cos y -x sin y] [-y sin x cos x]arrow_forwardFind ds/dt if t=sV1- 2arrow_forward
- Linear Algebra: A Modern IntroductionAlgebraISBN:9781285463247Author:David PoolePublisher:Cengage LearningElements Of Modern AlgebraAlgebraISBN:9781285463230Author:Gilbert, Linda, JimmiePublisher:Cengage Learning,